About

WoRV (World model for Robotics and Vehicle control) is a specialized AI division within maum.ai, dedicated to pioneering the future of Physical AI. We are building a general-purpose Foundation Model that integrates language, vision, and action to solve complex challenges in robotics and autonomous driving.

We believe the era of relying solely on internet data is ending. The future belongs to Embodied Agents—systems that learn from and interact with the physical world. By embracing the inevitable shift from modular expert systems to end-to-end learning, we aim to lead the global transition toward generalist robotic intelligence.

Our work bridges cutting-edge research and real-world application. We are actively preparing for the commercialization of our technology in the Agriculture and Defense sectors. Our flagship initiative, the SketchDrive project (published as CANVAS), demonstrates our commitment to creating agents that can drive and navigate like humans by understanding context and intent through vision.

At WoRV, we work with the agility of a startup. We value rapid experimentation, open communication, and "getting our hands dirty" to build products that leave a lasting impact on the physical world.